Geodesic
A method for topic clustering for large science publication collections
Informacionnye tehnologii i vyčislitelnye sistemy, no. 1 (2013), pp. 33-42.

Voir la notice de l'article provenant de la source Math-Net.Ru

The article covers research in the field of topic clustering for large science publication collections. Demands of developing such methods are considered. The method and the algorithm for topic clustering for large science publication amounts are presented. A comparison of the proposed method with classic clustering approaches is performed.
Keywords: text clustering, lexical descriptors, text spectral index, inverted spectral index, TF, IDF, topic importance characteristic, assessment of clustering methods.
Mots-clés : text classification 
@article{ITVS_2013_1_a3,
     author = {D. A. Deviatkin and R. E. Suvorov and I. V. Sochenkov},
     title = {A method for topic clustering for large science publication collections},
     journal = {Informacionnye tehnologii i vy\v{c}islitelnye sistemy},
     pages = {33--42},
     publisher = {mathdoc},
     number = {1},
     year = {2013},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/ITVS_2013_1_a3/}
}
TY  - JOUR
AU  - D. A. Deviatkin
AU  - R. E. Suvorov
AU  - I. V. Sochenkov
TI  - A method for topic clustering for large science publication collections
JO  - Informacionnye tehnologii i vyčislitelnye sistemy
PY  - 2013
SP  - 33
EP  - 42
IS  - 1
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/ITVS_2013_1_a3/
LA  - ru
ID  - ITVS_2013_1_a3
ER  - 
%0 Journal Article
%A D. A. Deviatkin
%A R. E. Suvorov
%A I. V. Sochenkov
%T A method for topic clustering for large science publication collections
%J Informacionnye tehnologii i vyčislitelnye sistemy
%D 2013
%P 33-42
%N 1
%I mathdoc
%U http://geodesic.mathdoc.fr/item/ITVS_2013_1_a3/
%G ru
%F ITVS_2013_1_a3
D. A. Deviatkin; R. E. Suvorov; I. V. Sochenkov. A method for topic clustering for large science publication collections. Informacionnye tehnologii i vyčislitelnye sistemy, no. 1 (2013), pp. 33-42. http://geodesic.mathdoc.fr/item/ITVS_2013_1_a3/